# When a RF beats a CNN and GRU, together—A comparison of deep learning and classical machine learning approaches for encrypted malware traffic classification

> Research article (Computers & Security, 2022) · cited 46× · AI/ML

**Wikidata**: [openalex:W4283068901](https://www.wikidata.org/wiki/openalex:W4283068901)  
**Source**: https://4ort.xyz/entity/when-a-rf-beats-a-cnn-and-gru-togethera-comparison-of-deep-learning-and-classical-machine-learning-approaches-for-encryp